{"id":"W4299712638","doi":"10.5957/icetech-2010-153","title":"Past Experience from Arctic Commercial Expeditions","year":2010,"lang":"en","type":"article","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Fishing; Submarine pipeline; Shipyard; The arctic; Oceanography; Seal (emblem); Marine engineering; Geography; Shipbuilding; Fishery; Archaeology; Engineering; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623854,0.0004642839,0.00050316,0.001316205,0.005649409,0.002890555,0.0007653488,0.0006627461,0.009514852],"category_scores_gemma":[0.003272345,0.0003983549,0.0003479812,0.001649672,0.001492787,0.001521038,0.002701058,0.001043014,0.002170994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343913,"about_ca_system_score_gemma":0.001349754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06743819,"about_ca_topic_score_gemma":0.1905178,"domain_scores_codex":[0.9986124,0.0005118664,0.0000923856,0.0001518181,0.0003002981,0.0003312086],"domain_scores_gemma":[0.9972472,0.000558792,0.0004117971,0.0001229077,0.0005662303,0.00109308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001969705,0.000252678,0.2354589,0.000586921,0.00007392929,0.006268567,0.680075,0.0002140194,0.0009140527,0.0007439432,0.02441172,0.05080335],"study_design_scores_gemma":[0.000004442403,0.0002720747,0.1532679,0.0006325014,0.00002575064,0.0036332,0.7236667,0.00009757148,0.0002288693,0.00008406408,0.1180305,0.00005639835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610198,0.002079565,0.000125899,0.0005855069,0.0002218629,0.00001542806,0.0003332129,0.00001755556,0.03560111],"genre_scores_gemma":[0.9569319,0.005918834,0.0003159795,0.0006729457,0.0001156805,0.00003284237,0.0007101838,0.00005423846,0.03524734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06743819,"threshold_uncertainty_score":0.1340913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413981258050325,"score_gpt":0.3490701363698716,"score_spread":0.3149303237893683,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}